56 citations · 128 across the 10 of their papers we have counts for
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stat.ME2017★ 56 cited
Permutation-based Causal Inference Algorithms with Interventions
Yuhao Wang, Liam Solus, Karren Dai Yang +1
Learning directed acyclic graphs using both observational and interventional data is now a fundamentally important problem due to recent technological developments in genomics that…
math.ST2017
Consistency Guarantees for Greedy Permutation-Based Causal Inference Algorithms
Liam Solus, Yuhao Wang, Caroline Uhler
Directed acyclic graphical models, or DAG models, are widely used to represent complex causal systems. Since the basic task of learning such a model from data is NP-hard, a standar…